From his perch at the back of the auditorium, Harold observed the presentation with arms crossed. “The Marvelous Marion’s Meatloaf” was what the young woman was calling it, a culinary demonstration of a dish Harold invented himself decades ago. He’d never gotten around to packaging and selling it.

Harold was sure it was his recipe. He recognized the exact shape and the specific spice blend. The young woman was explaining each step as if it were some divine inspiration, a new invention. Harold wanted to shout.

He felt the blood rush to his face, a burning sensation in his cheeks. He remembered all the hours he'd spent perfecting the recipe, the countless taste tests, the family gatherings where it was the star. He had the original handwritten recipe card in his pocket. He decided to leave, unable to bear another moment.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242